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PaddleSeg/configs/espnet
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[Doc] Update README for new models (#1684) 		2 years ago
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README.md [Doc] Update README for new models (#1684) 2 years ago
espnet_cityscapes_1024x512_120k.yml [Feature] Add ESPNetV2 (#1490) 2 years ago

README.md

ESPNetV2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network

Reference

Mehta, Sachin, Mohammad Rastegari, Linda Shapiro, and Hannaneh Hajishirzi. "Espnetv2: A light-weight, power efficient, and general purpose convolutional neural network." In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 9190-9200. 2019.

Performance

CityScapes

Model Backbone Resolution Training Iters mIoU Links
ESPNetV2 - 1024x512 120000 70.88% model | log |vdl

Additional Requirement

  • paddlepaddle develop version after 20211230
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飞桨高性能图像分割开发套件，端到端完成从训练到部署的全流程图像分割应用。

https://github.com/PaddlePaddle/PaddleSeg

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